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• Learning to Generate Posters of Scientific Papers

  Yuting Qiang, Yanwei Fu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal

  2016-02-21

• Online Cross-Modal Hashing for Web Image Retrieval

  Liang Xie, Jialie Shen, Lei Zhu

  2016-02-21

• From Tweets to Wellness: Wellness Event Detection from Twitter Streams

  Mohammad Akbari, Xia Hu, Nie Liqiang, Tat-Seng Chua

  2016-02-21

• Fortune Teller: Predicting Your Career Path

  Ye Liu, Luming Zhang, Liqiang Nie, Yan Yan, David Rosenblum

  2016-02-21

• Multi-Instance Multi-Label Class Discovery: A Computational Approach for Assessing Bird Biodiversity

  Forrest Briggs, Xiaoli Fern, Raviv Raich, Matthew Betts

  2016-03-05

• An Algorithm to Coordinate Measurements Using Stochastic Human Mobility Patterns in Large-Scale Participatory Sensing Settings

  Alexandros Zenonos, Sebastian Stein, Nicholas Jennings

  2016-03-05

• Spatially Regularized Streaming Sensor Selection

  Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang

  2016-03-05

• Multi-Modal Learning over User-Contributed Content from Cross-Domain Social Media

  Wen-Yu Lee

  2016-03-05

• Towards User-Adaptive Information Visualization

  Cristina Conati, Giuseppe Carenini, Dereck Toker, Sébastien Lallé

  2015-03-04

• Fast Gradient Descent for Drifting Least Squares Regression, with Application to Bandits

  Nathaniel Korda, Prashanth L.A., Remi Munos

  2015-02-21

• Online Boosting Algorithms for Anytime Transfer and Multitask Learning

  Boyu Wang, Joelle Pineau

  2015-02-21

• Active Learning by Learning

  Wei-Ning Hsu, Hsuan-Tien Lin

  2015-02-21

• SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering

  Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin Lysy

  2015-02-21

• The Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation

  Tengfei Ma, Issei Sato, Hiroshi Nakagawa

  2015-02-21

• Self-Paced Learning for Matrix Factorization

  Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander Hauptmann

  2015-02-21

• Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners

  Shike Mei, Xiaojin Zhu

  2015-02-21

• Support Consistency of Direct Sparse-Change Learning in Markov Networks

  Song Liu, Taiji Suzuki, Masashi Sugiyama

  2015-02-21

• Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX

  Johannes Lederer, Christian Müller

  2015-02-21

• The Dynamic Chinese Restaurant Process via Birth and Death Processes

  Rui Huang, Fengyuan Zhu, Pheng-Ann Heng

  2015-02-21

• A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis

  Zitao Liu, Milos Hauskrecht

  2015-02-18

• Sample-Targeted Clinical Trial Adaptation

  Ognjen Arandjelovic

  2015-02-18

• Generalization Analysis for Game-Theoretic Machine Learning

  Haifang Li, Fei Tian, Wei Chen, Tao Qin, Zhi-Ming Ma, Tie-Yan Liu

  2015-02-18

• Incremental Update of Datalog Materialisation: the Backward/Forward Algorithm

  Boris Motik, Yavor Nenov, Robert Piro, Ian Horrocks

  2015-02-18

• LARS: A Logic-Based Framework for Analyzing Reasoning over Streams

  Harald Beck, Minh Dao-Tran, Thomas Eiter, Michael Fink

  2015-02-18

• Value-Directed Compression of Large-Scale Assignment Problems

  Tyler Lu, Craig Boutilier

  2015-02-16